Bnarrativ Consulting is an AI search visibility (AEO/GEO) practice. We measure whether AI assistants — ChatGPT, Perplexity, Google AI Overviews — name, cite, and recommend a business when its customers ask buying questions, then we fix what's fixable and track the trend monthly. Agencies resell the whole system white-label.
What we do
Three things, in a deliberate order: measure (the AEO audit — mention rate, citation rate, share of voice, real answer excerpts, and a technical readiness grade), fix (structured data, answer-shaped content, entity clarity — the on-page layer that makes a business citeable), and monitor (monthly re-measurement, because AI answers shift with every model and source update).
Why we publish our proof in public
Most vendors in this space show slide decks. We publish a live, public AI Visibility Index — a real ranked market, real run dates, real citation status — and a case study where every claim can be checked against the live site it describes. If the method works, it should survive being shown.
What we won't tell you
We keep a short list of promises we refuse to make, because they'd be lies: we won't guarantee #1 AI placement (answers shift; anyone guaranteeing them is guessing), we won't claim to measure every engine live in the instant tool (the automated engine measures via Perplexity, the most citation-transparent engine; multi-engine measurement is part of the full workflow), and we never fabricate results for a real domain — if a check can't run, it says so.
How the audit engine works
The engine asks live AI engines the questions real buyers ask — not keywords, questions — then detects which businesses each answer names, which websites it cites, and how often. Scores are simple shares: mention rate is the fraction of tested answers naming you; share of voice ranks everyone the AI mentioned across the run. The technical scan reads a site the way a retrieval system does — structured data, FAQ structure, titles, headings, canonicals, sitemap — and grades what it finds. Full methodology notes are published with every index.
Work with us
Start with the free check — it's the best sixty seconds of diagnosis we can offer. Agencies: the white-label program is the primary way we work. Direct questions: info@found-sound-records.com — a person answers, not a sequence.